Abstract: In a server cluster, put forward a kind of ant colony algorithm of server cluster resource scheduling algorithm based on. The algorithm introduced waiting factor concept, awaiting the adoption of dynamic factor selected server resources and improve the overall performance of the cluster system. The simulation results show that the improved ant colony algorithm is superior to other load balancing algorithms to enable the server cluster system load more balanced, the resources of the cluster system has been fully utilized.